Probabilistic Performance Bounds for Randomized Sensor Selection in Kalman Filtering

Christopher I. Calle, Shaunak D. Bopardikar

We consider the problem of randomly choosing the sensors of a linear time-invariant dynamical system subject to process and measurement noise. We sample the sensors independently a…